End of training

README.md

@@ -1,10 +1,11 @@
 ---
 base_model: mistralai/Mistral-7B-v0.3
 datasets:
-- generator
+- llama-duo/synth_coding_dataset_dedup
 library_name: peft
 license: apache-2.0
 tags:
+- alignment-handbook
 - trl
 - sft
 - generated_from_trainer
@@ -18,7 +19,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # mistral-7b-0.3-gpt4o_100k_coding-lora
 
-This model is a fine-tuned version of [mistralai/Mistral-7B-v0.3](https://huggingface.co/mistralai/Mistral-7B-v0.3) on the generator dataset.
+This model is a fine-tuned version of [mistralai/Mistral-7B-v0.3](https://huggingface.co/mistralai/Mistral-7B-v0.3) on the llama-duo/synth_coding_dataset_dedup dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.0356
 

all_results.json

@@ -1,5 +1,10 @@
 {
     "epoch": 0.9992193598750976,
+    "eval_loss": 1.0355881452560425,
+    "eval_runtime": 0.9252,
+    "eval_samples": 16,
+    "eval_samples_per_second": 5.404,
+    "eval_steps_per_second": 1.081,
     "total_flos": 8.955537329204756e+17,
     "train_loss": 0.4811625644564629,
     "train_runtime": 4514.48,

config.json

@@ -0,0 +1,42 @@
+{
+  "_name_or_path": "mistralai/Mistral-7B-v0.3",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 32768,
+  "eos_token_id": 32769,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 32769,
+  "quantization_config": {
+    "_load_in_4bit": false,
+    "_load_in_8bit": true,
+    "bnb_4bit_compute_dtype": "float32",
+    "bnb_4bit_quant_storage": "uint8",
+    "bnb_4bit_quant_type": "fp4",
+    "bnb_4bit_use_double_quant": false,
+    "llm_int8_enable_fp32_cpu_offload": false,
+    "llm_int8_has_fp16_weight": false,
+    "llm_int8_skip_modules": null,
+    "llm_int8_threshold": 6.0,
+    "load_in_4bit": false,
+    "load_in_8bit": true,
+    "quant_method": "bitsandbytes"
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.45.1",
+  "use_cache": true,
+  "vocab_size": 32770
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 0.9992193598750976,
+    "eval_loss": 1.0355881452560425,
+    "eval_runtime": 0.9252,
+    "eval_samples": 16,
+    "eval_samples_per_second": 5.404,
+    "eval_steps_per_second": 1.081
+}

runs/Sep29_06-24-57_637888cb4368/events.out.tfevents.1727595732.637888cb4368.983256.1

@@ -0,0 +1,3 @@
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+oid sha256:474dcc6d13cb2e0fdcc7578063ec46935becb0a9e05c544710aee73e3cab41d0
+size 359